5 providers, 60+ agents, ML-driven routing. Nexus picks the right model for every task — so you ship faster without vendor lock-in.

Chat, editor, terminal, tests — unified under intelligent orchestration.

Nexus doesn't just call one API. It routes every request through a Q-Learning matrix to pick the optimal provider and model — learning from every interaction to get better over time.
The orchestrator breaks complex tasks into a plan, executes each step with specialized sub-agents in parallel, then verifies the output matches intent. Autonomous multi-step reasoning with built-in quality gates.

Five providers, one routing layer. If one hits quota or errors, the cascade falls through instantly — zero downtime, zero manual switching.

Everything you need, built in.
Playwright tests stream results in real-time. Watch pass/fail as they happen — no more waiting for the full suite.

PR creation, branch management, issue tracking — agents manage your Git workflow end-to-end.
Full shell access with AI-assisted commands. The agent can run, debug, and deploy without leaving the IDE.
IEEE 830 specs, technical analysis, ER diagrams — professional documents generated directly from your codebase.
A reasoning bank powered by Q-Learning stores what works and what doesn't. Prompt corrections auto-apply, context compounds across sessions, and the system gets smarter the more you use it.

Every request automatically becomes a persistent note — with intent, related files, and semantic links. An Obsidian-compatible vault lives inside your repo: YAML frontmatter, wikilinks, bidirectional sync. Browse it from the IDE sidebar, explore the interactive graph, or open it in Obsidian. The system builds your project memory — and makes it navigable.

Complete project isolation with per-tenant databases, Docker sandboxing, DLP security layers, and full audit trails. Deploy on your infrastructure — your code never leaves your network.
Compared to the most popular AI development tools — feature by feature.
| Feature | Nexus | Cursor | Copilot | Windsurf | Devin | Claude Code | Aider | Continue |
|---|---|---|---|---|---|---|---|---|
| Multi-Provider (5+) | ✅ | ⚠️ | — | ⚠️ | — | — | ⚠️ | ⚠️ |
| ML Routing (Q-Learning) | ✅ | — | — | — | — | — | — | — |
| Plan / Act / Verify Orchestrator | ✅ | ⚠️ | — | ⚠️ | ✅ | ✅ | — | — |
| 60+ Specialized Agents | ✅ | ⚠️ | — | — | ⚠️ | ✅ | — | — |
| Per-Project Knowledge Base (Obsidian) | ✅ | — | — | — | — | — | — | — |
| Project Learning | ✅ | — | — | — | — | — | — | — |
| Live Test Monitoring (Playwright/CI) | ✅ | — | — | — | — | — | — | — |
| Cost Breakdown per Provider | ✅ | — | — | — | ⚠️ | — | ⚠️ | — |
| Multi-Tenant Project Isolation | ✅ | — | — | — | — | — | — | — |
| On-Premise / Self-Hosted | ✅ | — | — | — | ⚠️ | — | ✅ | ✅ |
| DLP 4-Tier Security | ✅ | — | — | — | — | — | — | — |
| Advanced Prompt Caching | ✅ | — | — | — | — | ✅ | — | — |
| Open Source / Self-Hostable | ⚠️ | — | — | — | — | — | ✅ | ✅ |
Beyond the comparison table — the architectural differences that matter in production.
While Cursor uses simple Auto mode and Copilot assigns a fixed model, Nexus runs a Q-Learning router with HNSW similarity, slot-filling extraction and 4-level escalation chain — all data-driven from DB, zero hardcoding.
Every competitor except Aider requires sending code to their cloud. Nexus runs entirely on your infrastructure: PostgreSQL, Redis, Qdrant, vLLM — complete control over where your code goes.
No credits, no opaque pricing. You use your own API keys with real-time token tracking, per-provider cost monitoring, prompt caching (90% savings on Anthropic), and configurable quota policies per user and project.
No competitor builds a navigable, persistent knowledge base from your interactions. Nexus auto-creates linked notes from every request, stores them as Obsidian-compatible Markdown with wikilinks, and warns you before duplicate work — a living project memory that grows smarter over time.